Overview

Dataset statistics

Number of variables14
Number of observations151
Missing cells111
Missing cells (%)5.3%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory16.6 KiB
Average record size in memory112.8 B

Variable types

NUM13
CAT1

Reproduction

Analysis started2020-08-10 12:18:08.964771
Analysis finished2020-08-10 12:18:34.888258
Duration25.92 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

max_deaths is highly correlated with max_casesHigh correlation
max_cases is highly correlated with max_deathsHigh correlation
gdp has 4 (2.6%) missing values Missing
pop_density has 3 (2.0%) missing values Missing
beds has 19 (12.6%) missing values Missing
test has 68 (45.0%) missing values Missing
y65 has 3 (2.0%) missing values Missing
mean_stringency has 7 (4.6%) missing values Missing
democratic_index has 7 (4.6%) missing values Missing
df_index has unique values Unique
death_rate has unique values Unique
max_cases has unique values Unique
max_cases_per_m has unique values Unique
max_deaths_per_m has unique values Unique
pop has unique values Unique

Variables

df_index
Categorical

UNIQUE

Distinct count151
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
Israel
 
1
Ghana
 
1
Namibia
 
1
Chile
 
1
Jordan
 
1
Other values (146)
146
ValueCountFrequency (%) 
Israel10.7%
 
Ghana10.7%
 
Namibia10.7%
 
Chile10.7%
 
Jordan10.7%
 
Sweden10.7%
 
Hungary10.7%
 
Bosnia and Herzegovina10.7%
 
South Korea10.7%
 
Germany10.7%
 
Other values (141)14193.4%
 

Length

Max length28
Median length7
Mean length8.178807947
Min length4

death_rate
Real number (ℝ≥0)

UNIQUE

Distinct count151
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.03379217731191619
Minimum0.0003631260195615214
Maximum0.20132507110846867
Zeros0
Zeros (%)0.0%
Memory size1.2 KiB

Quantile statistics

Minimum0.0003631260196
5-th percentile0.002377833234
Q10.01187311057
median0.02806585734
Q30.04221475321
95-th percentile0.1025540656
Maximum0.2013250711
Range0.2009619451
Interquartile range (IQR)0.03034164264

Descriptive statistics

Standard deviation0.0307477913
Coefficient of variation (CV)0.9099085571
Kurtosis6.203188663
Mean0.03379217731
Median Absolute Deviation (MAD)0.01564842236
Skewness2.043423473
Sum5.102618774
Variance0.0009454266698
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.0734340188410.7%
 
0.0877117944410.7%
 
0.0115255141410.7%
 
0.00091310609710.7%
 
0.0709593443610.7%
 
0.0278003915910.7%
 
0.0312048431310.7%
 
0.113436916410.7%
 
0.0227796324210.7%
 
0.0279686445310.7%
 
Other values (141)14193.4%
 
ValueCountFrequency (%) 
0.000363126019610.7%
 
0.000581736845710.7%
 
0.000797391207510.7%
 
0.00091310609710.7%
 
0.0010573756410.7%
 
ValueCountFrequency (%) 
0.201325071110.7%
 
0.129722273210.7%
 
0.126507111310.7%
 
0.113436916410.7%
 
0.108552898810.7%
 

gdp
Real number (ℝ≥0)

MISSING

Distinct count147
Unique (%)100.0%
Missing4
Missing (%)2.6%
Infinite0
Infinite (%)0.0%
Mean18456.288632653068
Minimum661.2400000000013
Maximum116935.60000000036
Zeros0
Zeros (%)0.0%
Memory size1.2 KiB

Quantile statistics

Minimum661.24
5-th percentile1398.142
Q13756.2225
median12236.706
Q327012.3045
95-th percentile52671.4355
Maximum116935.6
Range116274.36
Interquartile range (IQR)23256.082

Descriptive statistics

Standard deviation19167.38913
Coefficient of variation (CV)1.0385289
Kurtosis4.856533512
Mean18456.28863
Median Absolute Deviation (MAD)10030.331
Skewness1.842837377
Sum2713074.429
Variance367388805.9
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
29481.25210.7%
 
49045.41110.7%
 
9745.07910.7%
 
1768.15310.7%
 
1803.98710.7%
 
43290.70510.7%
 
5189.97210.7%
 
46949.28310.7%
 
12236.70610.7%
 
33132.3210.7%
 
Other values (137)13790.7%
 
(Missing)42.6%
 
ValueCountFrequency (%) 
661.2410.7%
 
702.22510.7%
 
752.78810.7%
 
808.13310.7%
 
92610.7%
 
ValueCountFrequency (%) 
116935.610.7%
 
85535.38310.7%
 
67335.29310.7%
 
67293.48310.7%
 
65530.53710.7%
 

pop_density
Real number (ℝ≥0)

MISSING

Distinct count148
Unique (%)100.0%
Missing3
Missing (%)2.0%
Infinite0
Infinite (%)0.0%
Mean198.09871621621608
Minimum3.07799999999999
Maximum7915.730999999977
Zeros0
Zeros (%)0.0%
Memory size1.2 KiB

Quantile statistics

Minimum3.078
5-th percentile7.612
Q135.81125
median81.006
Q3150.214
95-th percentile503.75775
Maximum7915.731
Range7912.653
Interquartile range (IQR)114.40275

Descriptive statistics

Standard deviation676.693695
Coefficient of variation (CV)3.415941849
Kurtosis117.1874857
Mean198.0987162
Median Absolute Deviation (MAD)55.6955
Skewness10.37677118
Sum29318.61
Variance457914.3569
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
104.87110.7%
 
44.22310.7%
 
137.17610.7%
 
70.15110.7%
 
66.19110.7%
 
622.96210.7%
 
22.99510.7%
 
46.75410.7%
 
6.68110.7%
 
135.13210.7%
 
Other values (138)13891.4%
 
(Missing)32.0%
 
ValueCountFrequency (%) 
3.07810.7%
 
3.20210.7%
 
3.62310.7%
 
4.03710.7%
 
4.04410.7%
 
ValueCountFrequency (%) 
7915.73110.7%
 
1935.90710.7%
 
1265.03610.7%
 
778.20210.7%
 
622.96210.7%
 

max_cases
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct count151
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean131148.17880794703
Minimum214.0
Maximum5044864.0
Zeros0
Zeros (%)0.0%
Memory size1.2 KiB

Quantile statistics

Minimum214
5-th percentile791.5
Q12720
median14626
Q370281.5
95-th percentile380268.5
Maximum5044864
Range5044650
Interquartile range (IQR)67561.5

Descriptive statistics

Standard deviation515470.9423
Coefficient of variation (CV)3.93044682
Kurtosis63.12015127
Mean131148.1788
Median Absolute Deviation (MAD)13422
Skewness7.530164466
Sum19803375
Variance2.657102924e+11
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3521410.7%
 
169710.7%
 
121910.7%
 
295310.7%
 
3356810.7%
 
1432510.7%
 
2580510.7%
 
12991310.7%
 
5266810.7%
 
47802410.7%
 
Other values (141)14193.4%
 
ValueCountFrequency (%) 
21410.7%
 
27910.7%
 
34410.7%
 
36010.7%
 
40810.7%
 
ValueCountFrequency (%) 
504486410.7%
 
303542210.7%
 
221507410.7%
 
88753610.7%
 
55985810.7%
 

max_cases_per_m
Real number (ℝ≥0)

UNIQUE

Distinct count151
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3278.7666158940397
Minimum6.6160000000000005
Maximum39203.279
Zeros0
Zeros (%)0.0%
Memory size1.2 KiB

Quantile statistics

Minimum6.616
5-th percentile47.834
Q1299.0355
median1042.684
Q34181.6105
95-th percentile14389.1455
Maximum39203.279
Range39196.663
Interquartile range (IQR)3882.575

Descriptive statistics

Standard deviation5261.337765
Coefficient of variation (CV)1.604669798
Kurtosis16.58191076
Mean3278.766616
Median Absolute Deviation (MAD)937.136
Skewness3.461003862
Sum495093.759
Variance27681675.07
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3159.54310.7%
 
15975.33610.7%
 
4129.41510.7%
 
9418.93510.7%
 
968.3810.7%
 
486.11110.7%
 
4571.15810.7%
 
270.4910.7%
 
6856.78110.7%
 
8.6410.7%
 
Other values (141)14193.4%
 
ValueCountFrequency (%) 
6.61610.7%
 
8.52110.7%
 
8.6410.7%
 
20.15410.7%
 
23.91910.7%
 
ValueCountFrequency (%) 
39203.27910.7%
 
25864.73910.7%
 
19515.16610.7%
 
17264.42810.7%
 
16792.410.7%
 

max_deaths
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count136
Unique (%)90.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4840.05298013245
Minimum1.0
Maximum162938.0
Zeros0
Zeros (%)0.0%
Memory size1.2 KiB

Quantile statistics

Minimum1
5-th percentile9
Q162.5
median256
Q31675
95-th percentile24912
Maximum162938
Range162937
Interquartile range (IQR)1612.5

Descriptive statistics

Standard deviation17344.68766
Coefficient of variation (CV)3.583573925
Kurtosis52.35080391
Mean4840.05298
Median Absolute Deviation (MAD)239
Skewness6.654800375
Sum730848
Variance300838189.9
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
5832.0%
 
2332.0%
 
732.0%
 
23521.3%
 
7621.3%
 
22321.3%
 
12521.3%
 
30521.3%
 
15721.3%
 
5121.3%
 
Other values (126)12884.8%
 
ValueCountFrequency (%) 
110.7%
 
210.7%
 
310.7%
 
610.7%
 
732.0%
 
ValueCountFrequency (%) 
16293810.7%
 
10104910.7%
 
5229810.7%
 
4657410.7%
 
4438610.7%
 

max_deaths_per_m
Real number (ℝ≥0)

UNIQUE

Distinct count151
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean95.16254966887416
Minimum0.084
Maximum851.797
Zeros0
Zeros (%)0.0%
Memory size1.2 KiB

Quantile statistics

Minimum0.084
5-th percentile0.513
Q15.854
median20.715
Q3100.632
95-th percentile483.824
Maximum851.797
Range851.713
Interquartile range (IQR)94.778

Descriptive statistics

Standard deviation160.0621702
Coefficient of variation (CV)1.681986987
Kurtosis5.990569387
Mean95.16254967
Median Absolute Deviation (MAD)19.865
Skewness2.461832825
Sum14369.545
Variance25619.89832
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
7.84210.7%
 
69.1510.7%
 
20.3410.7%
 
5.94910.7%
 
358.86510.7%
 
12.78310.7%
 
0.5410.7%
 
0.35210.7%
 
686.06210.7%
 
0.29410.7%
 
Other values (141)14193.4%
 
ValueCountFrequency (%) 
0.08410.7%
 
0.1110.7%
 
0.13410.7%
 
0.15310.7%
 
0.29410.7%
 
ValueCountFrequency (%) 
851.79710.7%
 
686.06210.7%
 
639.09110.7%
 
614.95310.7%
 
582.26810.7%
 

pop
Real number (ℝ≥0)

UNIQUE

Distinct count151
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean51022100.132450335
Minimum1160164.0
Maximum1439323774.0
Zeros0
Zeros (%)0.0%
Memory size1.2 KiB

Quantile statistics

Minimum1160164
5-th percentile1950386
Q15440442.5
median11890781
Q337794381
95-th percentile155311921.5
Maximum1439323774
Range1438163610
Interquartile range (IQR)32353938.5

Descriptive statistics

Standard deviation166085172.3
Coefficient of variation (CV)3.255161428
Kurtosis59.36601137
Mean51022100.13
Median Absolute Deviation (MAD)9012981
Skewness7.469362958
Sum7704337120
Variance2.758428447e+16
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3892834110.7%
 
1013917510.7%
 
510141610.7%
 
254091610.7%
 
509411410.7%
 
10958108510.7%
 
287780010.7%
 
1923768210.7%
 
4384926910.7%
 
464966010.7%
 
Other values (141)14193.4%
 
ValueCountFrequency (%) 
116016410.7%
 
127176710.7%
 
132653910.7%
 
139949110.7%
 
140298510.7%
 
ValueCountFrequency (%) 
143932377410.7%
 
138000438510.7%
 
33100264710.7%
 
27352362110.7%
 
22089233110.7%
 

beds
Real number (ℝ≥0)

MISSING

Distinct count89
Unique (%)67.4%
Missing19
Missing (%)12.6%
Infinite0
Infinite (%)0.0%
Mean2.9387499999999998
Minimum0.1
Maximum13.05
Zeros0
Zeros (%)0.0%
Memory size1.2 KiB

Quantile statistics

Minimum0.1
5-th percentile0.455
Q11.1
median2.21
Q34.2025
95-th percentile7.4078
Maximum13.05
Range12.95
Interquartile range (IQR)3.1025

Descriptive statistics

Standard deviation2.479520168
Coefficient of variation (CV)0.8437329369
Kurtosis2.971405068
Mean2.93875
Median Absolute Deviation (MAD)1.31
Skewness1.578334532
Sum387.915
Variance6.148020265
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.764.0%
 
0.853.3%
 
0.342.6%
 
0.942.6%
 
1.642.6%
 
1.342.6%
 
1.532.0%
 
1.432.0%
 
1.132.0%
 
0.532.0%
 
Other values (79)9361.6%
 
(Missing)1912.6%
 
ValueCountFrequency (%) 
0.110.7%
 
0.210.7%
 
0.342.6%
 
0.410.7%
 
0.532.0%
 
ValueCountFrequency (%) 
13.0510.7%
 
12.2710.7%
 
1110.7%
 
8.810.7%
 
8.0510.7%
 

test
Real number (ℝ≥0)

MISSING

Distinct count83
Unique (%)100.0%
Missing68
Missing (%)45.0%
Infinite0
Infinite (%)0.0%
Mean30.993055327802004
Minimum0.5958829787234042
Maximum215.00952147239258
Zeros0
Zeros (%)0.0%
Memory size1.2 KiB

Quantile statistics

Minimum0.5958829787
5-th percentile1.181557171
Q14.286356757
median17.7276443
Q348.49290081
95-th percentile86.84834769
Maximum215.0095215
Range214.4136385
Interquartile range (IQR)44.20654405

Descriptive statistics

Standard deviation38.07977981
Coefficient of variation (CV)1.228655239
Kurtosis10.29333269
Mean30.99305533
Median Absolute Deviation (MAD)15.51674298
Skewness2.713716463
Sum2572.423592
Variance1450.06963
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
4.69508730210.7%
 
45.3892566410.7%
 
88.9217222210.7%
 
11.9901203710.7%
 
64.7064968910.7%
 
35.4534635810.7%
 
4.59837410110.7%
 
17.727644310.7%
 
69.9195564510.7%
 
4.43378571410.7%
 
Other values (73)7348.3%
 
(Missing)6845.0%
 
ValueCountFrequency (%) 
0.595882978710.7%
 
0.779567567610.7%
 
0.816166666710.7%
 
0.860152542410.7%
 
1.12835820910.7%
 
ValueCountFrequency (%) 
215.009521510.7%
 
205.385378810.7%
 
92.6746198310.7%
 
88.9217222210.7%
 
87.6045232610.7%
 

y65
Real number (ℝ≥0)

MISSING

Distinct count148
Unique (%)100.0%
Missing3
Missing (%)2.0%
Infinite0
Infinite (%)0.0%
Mean8.898925675675677
Minimum1.1440000000000037
Maximum27.04899999999998
Zeros0
Zeros (%)0.0%
Memory size1.2 KiB

Quantile statistics

Minimum1.144
5-th percentile2.4064
Q13.1645
median6.3355
Q314.75325
95-th percentile19.90415
Maximum27.049
Range25.905
Interquartile range (IQR)11.58875

Descriptive statistics

Standard deviation6.487177741
Coefficient of variation (CV)0.7289843716
Kurtosis-0.8106369369
Mean8.898925676
Median Absolute Deviation (MAD)3.549
Skewness0.736302663
Sum1317.041
Variance42.08347505
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
11.23210.7%
 
6.29310.7%
 
16.56910.7%
 
13.91410.7%
 
15.16810.7%
 
8.27310.7%
 
19.72410.7%
 
5.31910.7%
 
15.41310.7%
 
6.76910.7%
 
Other values (138)13891.4%
 
(Missing)32.0%
 
ValueCountFrequency (%) 
1.14410.7%
 
1.30710.7%
 
2.16810.7%
 
2.33910.7%
 
2.34510.7%
 
ValueCountFrequency (%) 
27.04910.7%
 
23.02110.7%
 
21.50210.7%
 
21.45310.7%
 
21.22810.7%
 

mean_stringency
Real number (ℝ≥0)

MISSING

Distinct count144
Unique (%)100.0%
Missing7
Missing (%)4.6%
Infinite0
Infinite (%)0.0%
Mean59.93351426420751
Minimum8.654398148148148
Maximum97.19892617449634
Zeros0
Zeros (%)0.0%
Memory size1.2 KiB

Quantile statistics

Minimum8.654398148
5-th percentile34.70211031
Q148.57561755
median59.56168867
Q372.62652638
95-th percentile84.18059456
Maximum97.19892617
Range88.54452803
Interquartile range (IQR)24.05090882

Descriptive statistics

Standard deviation16.4322064
Coefficient of variation (CV)0.2741739175
Kurtosis0.1365076435
Mean59.93351426
Median Absolute Deviation (MAD)11.75334925
Skewness-0.2160013117
Sum8630.426054
Variance270.017407
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
52.6098611110.7%
 
52.6044278610.7%
 
22.3868348610.7%
 
50.1755555610.7%
 
68.8994244610.7%
 
80.358701310.7%
 
76.4190780110.7%
 
72.7332867110.7%
 
59.1981021910.7%
 
57.1829047610.7%
 
Other values (134)13488.7%
 
(Missing)74.6%
 
ValueCountFrequency (%) 
8.65439814810.7%
 
12.5095862110.7%
 
22.3868348610.7%
 
27.7710360410.7%
 
29.3741891910.7%
 
ValueCountFrequency (%) 
97.1989261710.7%
 
94.1697777810.7%
 
93.8155405410.7%
 
92.7635483910.7%
 
90.4968055610.7%
 

democratic_index
Real number (ℝ≥0)

MISSING

Distinct count139
Unique (%)96.5%
Missing7
Missing (%)4.6%
Infinite0
Infinite (%)0.0%
Mean5.453541666666666
Minimum0.0
Maximum9.87
Zeros1
Zeros (%)0.7%
Memory size1.2 KiB

Quantile statistics

Minimum0
5-th percentile1.619
Q13.485
median5.695
Q37.445
95-th percentile9.2485
Maximum9.87
Range9.87
Interquartile range (IQR)3.96

Descriptive statistics

Standard deviation2.451432996
Coefficient of variation (CV)0.4495121053
Kurtosis-0.905639237
Mean5.453541667
Median Absolute Deviation (MAD)2.015
Skewness-0.1425314345
Sum785.31
Variance6.009523733
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
9.5842.6%
 
0.0821.3%
 
3.9221.3%
 
2.8810.7%
 
5.5410.7%
 
2.4810.7%
 
3.5810.7%
 
1.9310.7%
 
9.3910.7%
 
4.5710.7%
 
Other values (129)12985.4%
 
(Missing)74.6%
 
ValueCountFrequency (%) 
010.7%
 
0.0821.3%
 
1.1310.7%
 
1.2510.7%
 
1.3210.7%
 
ValueCountFrequency (%) 
9.8710.7%
 
9.5842.6%
 
9.3910.7%
 
9.2610.7%
 
9.2510.7%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

Sample

First rows

df_indexdeath_rategdppop_densitymax_casesmax_cases_per_mmax_deathsmax_deaths_per_mpopbedstesty65mean_stringencydemocratic_index
0Afghanistan0.0236051803.98754.42237054.0951.8521312.033.70338928341.00.50NaN2.58154.1297572.85
1Albania0.03341611803.431104.8716411.02227.743199.069.1502877800.02.89NaN13.18874.7160935.89
2Algeria0.07343413913.83917.34835214.0803.0371302.029.69143851043.01.90NaN6.21151.3017674.01
3Angola0.0638235819.49523.8901572.047.83070.02.13032866268.0NaNNaN2.40577.9887693.72
4Argentina0.03157818933.90716.177241798.05350.0134556.0100.80645195777.05.004.07036711.19876.4822477.02
5Armenia0.0135968787.580102.93140410.013637.128791.0266.9382963234.04.20NaN11.232NaN5.54
6Australia0.01080544648.7103.20221084.0826.827295.011.56925499881.03.8469.91955615.50447.0618649.09
7Austria0.02849945436.686106.74922011.02443.929721.080.0549006400.07.3742.75277219.20239.5870788.29
8Azerbaijan0.01177615847.419119.30933568.03310.723490.048.32710139175.04.70NaN6.01859.4847872.75
9Bahrain0.00296343290.7051935.90744011.025864.739162.095.2051701583.02.00205.3853792.37252.7858602.55

Last rows

df_indexdeath_rategdppop_densitymax_casesmax_cases_per_mmax_deathsmax_deaths_per_mpopbedstesty65mean_stringencydemocratic_index
141United Arab Emirates0.00528867293.483112.44262525.06321.787357.036.0969890400.01.20215.0095211.14447.7393362.76
142United Kingdom0.10573639753.244272.898310825.04578.63246574.0686.06267886004.02.5460.83522118.51747.0876398.52
143United States0.03527054225.44635.6085044864.015241.159162938.0492.256331002647.02.7759.74629515.41348.7779917.96
144Uruguay0.02278020551.40919.7511353.0389.49537.010.6513473727.02.8013.61815014.65551.9918628.38
145Uzbekistan0.0041956253.10476.13430820.0920.847196.05.85633469199.04.00NaN4.46979.3578202.01
146Venezuela0.01605916745.02236.25325805.0907.478223.07.84228435943.00.80NaN6.61483.3024822.88
147Vietnam0.0005826171.884308.127841.08.64013.00.13497338583.02.600.7795687.15052.6098613.08
148Yemen0.2013251479.14753.5081804.060.484515.017.26729825968.00.70NaN2.92250.4442861.95
149Zambia0.0198863689.25122.9958085.0439.786235.012.78318383956.02.00NaN2.48048.6020714.75
150Zimbabwe0.0724561899.77542.7294649.0312.792104.06.99714862927.01.702.0071332.82279.3312980.00